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\u5728AI\u7f16\u7a0b\u548cAI Agent\u7684\u8d5b\u9053\u4e0a\uff0c\u963f\u91cc\u5df4\u5df4<\/a>\u3001\u5b57\u8282\u8df3\u52a8\u7b49\u4f20\u7edf\u4e92\u8054\u7f51\u5927\u5382\u4e0eMiniMax\u3001\u667a\u8c31\u7b49\u65b0\u5174\u5927\u6a21\u578b\u5382\u5546\u5448\u73b0\u51fa\u622a\u7136\u4e0d\u540c\u7684\u4ea7\u54c1\u5e03\u5c40\u7b56\u7565<\/a>\u548c\u7ade\u4e89\u4f18\u52bf\u3002\u8fd9\u79cd\u5dee\u5f02\u6e90\u4e8e\u5404\u81ea\u7684\u8d44\u6e90<\/a>\u7980\u8d4b\u3001\u751f\u6001\u57fa\u7840\u548c\u6218\u7565\u5b9a\u4f4d\uff0c\u5f62\u6210\u4e86\u5f53\u524d\u4e2d\u56fd\u5e02\u573a\u591a\u5143\u5316\u7684\u7ade\u4e89\u683c\u5c40\u3002<\/p>\n

\u963f\u91cc\u5df4\u5df4\u3001\u5b57\u8282\u8df3\u52a8\u7b49\u4e92\u8054\u7f51\u5de8\u5934\u51ed\u501f\u5176\u5e9e\u5927\u7684\u7528\u6237\u57fa\u7840\u3001\u4e30\u5bcc\u7684\u5e94\u7528\u573a\u666f\u548c\u5b8c\u6574\u7684\u6280\u672f\u6808\uff0c\u91c7\u53d6\u4e86\u751f\u6001\u6574\u5408\u4e0e\u5168\u6808\u5e03\u5c40\u7684\u7b56\u7565\u3002<\/strong><\/p>\n

\u5343\u95eeApp\u57282026\u5e741\u6708\u5ba3\u5e03\u5168\u9762\u63a5\u5165\u6dd8\u5b9d\u3001\u652f\u4ed8\u5b9d\u3001\u6dd8\u5b9d\u95ea\u8d2d\u3001\u98de\u732a\u3001\u9ad8\u5fb7\u7b49\u963f\u91cc\u751f\u6001\u4e1a\u52a1\uff0c\u53ef\u5b9e\u73b0\u4e00\u53e5\u8bdd\u70b9\u5916\u5356<\/a>\u3001\u8ba2\u9152\u5e97<\/a>\u3001\u4e70\u4e1c\u897f\u3002\u8fd9\u79cd\u6df1\u5ea6\u751f\u6001\u6574\u5408\u4f7f\u5f97AI Agent\u4ece“\u804a\u5929\u5bf9\u8bdd”\u8fc8\u5165“\u529e\u4e8b\u65f6\u4ee3”\uff0c\u5b9e\u73b0\u4e86\u771f\u6b63\u7684\u4efb\u52a1\u6267\u884c\u80fd\u529b\u3002<\/p>\n

\u5728AI\u7f16\u7a0b\u9886\u57df\uff0c\u963f\u91cc\u5df4\u5df4\u63a8\u51fa\u4e86\u9762\u5411\u5168\u7403\u7528\u6237\u7684Agentic\u7f16\u7a0b\u5e73\u53f0Qoder\uff0c\u96c6\u6210\u4e86\u5168\u7403\u9876\u5c16\u7684\u7f16\u7a0b\u6a21\u578b\uff0c\u63d0\u4f9b\u4e0a\u4e0b\u6587\u5de5\u7a0b\u80fd\u529b\uff0c\u53ef\u4e00\u6b21\u68c0\u7d2210\u4e07\u4e2a\u4ee3\u7801\u6587\u4ef6\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u963f\u91cc\u91c7\u53d6\u4e86\u5f00\u6e90\u7b56\u7565\uff0cQwen3-Coder\u91c7\u7528Apache 2.0\u534f\u8bae\uff0c\u5141\u8bb8\u514d\u8d39\u5546\u7528\uff0c\u5f00\u53d1\u8005\u53ef\u57fa\u4e8e\u5176\u4e8c\u6b21\u5f00\u53d1\u3002\u8fd9\u79cd\u5f00\u6e90\u7b56\u7565\u4e0d\u4ec5\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\uff0c\u66f4\u5438\u5f15\u4e86\u5168\u7403\u5f00\u53d1\u8005\u53c2\u4e0e\u751f\u6001\u5efa\u8bbe\u3002\u5343\u95ee\u5728OpenRouter\u4e0aToken\u4f7f\u7528\u91cf\u6392\u540d\u5f00\u6e90\u6a21\u578b\u7b2c\u4e8c\uff0c\u4ec5\u6b21\u4e8eDeepSeek\u3002<\/p>\n

\u5927\u5382\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u6570\u636e\u95ed\u73af\u548c\u573a\u666f\u6df1\u5ea6\u3002\u5927\u5382\u5185\u90e8\u51e0\u4e07\u540d\u5de5\u7a0b\u5e08\u6bcf\u4e00\u6b21\u4ee3\u7801\u7684\u63d0\u4ea4\u3001\u56de\u6eda\u3001Review\uff0c\u90fd\u662f\u5728\u4e3a\u6a21\u578b\u63d0\u4f9b\u6700\u771f\u5b9e\u3001\u6700\u9ad8\u9891\u7684\u53cd\u9988\u3002<\/p>\n

\u4e0e\u4f20\u7edf\u4e92\u8054\u7f51\u5927\u5382\u76f8\u6bd4\uff0cMiniMax\u3001\u667a\u8c31\u7b49\u65b0\u5174\u5927\u6a21\u578b\u5382\u5546\u5219\u91c7\u53d6\u4e86\u6280\u672f\u4e13\u6ce8\u4e0e\u5782\u76f4\u6df1\u8015\u7684\u7b56\u7565\uff0c\u5728\u7279\u5b9a\u9886\u57df\u5efa\u7acb\u6280\u672f\u4f18\u52bf\u3002<\/strong><\/p>\n

2026\u5e742\u670812\u65e5\uff0cMiniMax\u6b63\u5f0f\u4e0a\u7ebf\u6700\u65b0\u65d7\u8230\u7f16\u7a0b\u6a21\u578bMiniMax M2.5\uff0c\u4f5c\u4e3a\u5168\u7403\u9996\u4e2a\u4e3aAgent\u573a\u666f\u539f\u751f\u8bbe\u8ba1\u7684\u751f\u4ea7\u7ea7\u6a21\u578b\uff0c\u5176\u7f16\u7a0b\u4e0e\u667a\u80fd\u4f53\u6027\u80fd\u6bd4\u80a9\u56fd\u9645\u9876\u5c16\u6a21\u578b\uff0c\u76f4\u63a5\u5bf9\u6807Claude Opus 4.6\u3002\u8be5\u6a21\u578b\u6fc0\u6d3b\u53c2\u6570\u91cf\u4ec510B\uff0c\u5728\u663e\u5b58\u5360\u7528\u548c\u63a8\u7406\u80fd\u6548\u6bd4\u4e0a\u4f18\u52bf\u660e\u663e\uff0c\u652f\u6301100 TPS\u8d85\u9ad8\u541e\u5410\u91cf\uff0c\u63a8\u7406\u901f\u5ea6\u8fdc\u8d85\u56fd\u9645\u9876\u5c16\u6a21\u578b\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u667a\u8c31\u4e5f\u5728\u8fd1\u65e5\u63a8\u51fa\u4e86\u65d7\u8230\u6a21\u578bGLM-5\uff0c\u5e76\u540c\u6837\u4e3b\u653b\u7f16\u7a0b\u4e0e\u667a\u80fd\u4f53\u80fd\u529b\u3002\u667a\u8c31GLM-5\u8df3\u51fa“\u552f\u53c2\u6570\u8bba”\u7684\u8bef\u533a\uff0c\u4ee5“\u7a00\u758f\u67b6\u6784+\u5168\u6808\u80fd\u529b”\u4e3a\u6838\u5fc3\uff0c\u5b9e\u73b0\u4e86\u53c2\u6570\u89c4\u6a21\u3001\u63a8\u7406\u6548\u7387\u4e0e\u5b9e\u9645\u6027\u80fd\u7684\u4e09\u91cd\u7a81\u7834\uff0c\u5176\u6280\u672f\u8bbe\u8ba1\u65e2\u8d34\u5408\u5f53\u524dAgent\u4e0eAI\u7f16\u7a0b\u7684\u5b9e\u9645\u9700\u6c42\uff0c\u4e5f\u5f62\u6210\u4e86\u533a\u522b\u4e8e\u56fd\u5185\u5916\u7ade\u54c1\u7684\u72ec\u7279\u4f18\u52bf\uff0c\u4e3a\u540e\u7eed\u89e3\u51b3\u884c\u4e1a\u75db\u70b9\u5960\u5b9a\u4e86\u575a\u5b9e\u57fa\u7840\u3002<\/p>\n

GLM-5\u521b\u65b0<\/a>\u6027\u5730\u5f15\u5165744B\u603b\u53c2\u6570\u4e0e40B\u6fc0\u6d3b\u53c2\u6570\u76f8\u7ed3\u5408\u7684\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\uff08Mixture of Experts, MoE\uff09\uff0c\u901a\u8fc7256\u4e2a\u4e13\u5bb6\u6a21\u5757\u7684\u52a8\u6001\u8def\u7531\u673a\u5236\u5b9e\u73b0\u8ba1\u7b97\u8d44\u6e90\u7684\u7cbe\u51c6\u6295\u653e\u3002\u6bcf\u4e2a\u8f93\u5165Token\u4ec5\u6fc0\u6d3b\u7ea65.9%\u7684\u7f51\u7edc\u53c2\u6570\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u8ba1\u7b97\u5197\u4f59\u4e0e\u80fd\u8017\u5f00\u9500\uff0c\u4f7f\u5f97\u6a21\u578b\u5728\u4fdd\u6301\u9ad8\u8868\u8fbe\u80fd\u529b\u7684\u540c\u65f6\uff0c\u5177\u5907\u66f4\u5f3a\u7684\u90e8\u7f72\u7075\u6d3b\u6027\u548c\u6210\u672c\u53ef\u63a7\u6027\u3002<\/p>\n

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\u4e0e\u667a\u8c31GLM-5“\u524d\u540e\u811a”\u53d1\u5e03\u7684MiniMax M2.5\u5219\u662f\u9009\u62e9\u4e86\u8d70“\u5c0f\u800c\u7f8e”\u7684\u5dee\u5f02\u5316\u8def\u5f84\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf\u4ec5\u4e3a10B\uff0c\u91c7\u7528MoE\u67b6\u6784\uff0c\u4e13\u6ce8\u4e8e\u9ad8\u9891\u8f7b\u91cf\u573a\u666f\u7684\u6548\u7387\u4f18\u5316\u3002\u5176\u6838\u5fc3\u903b\u8f91\u662f“\u4e0d\u8ffd\u6c42\u5168\u80fd\uff0c\u53ea\u628a\u9ad8\u9891\u573a\u666f\u505a\u5230\u6781\u81f4”\uff0c\u5b9a\u4f4d\u4e3a“Agent\u573a\u666f\u539f\u751f\u751f\u4ea7\u7ea7\u6a21\u578b”\uff0c\u4e3b\u6253C\u7aef\u4e0e\u4e2d\u5c0f\u4f01\u4e1a\u7684\u529e\u516c\u3001\u8f7b\u91cf\u7f16\u7a0b\u9700\u6c42\u3002<\/p>\n

\u8fd9\u79cd\u5dee\u5f02\u5316\u7ade\u4e89\u683c\u5c40\u7684\u5f62\u6210\uff0c\u6e90\u4e8eAI\u4ea7\u4e1a\u53d1\u5c55\u7684\u5185\u5728\u903b\u8f91\u3002\u5728To B\u7684\u751f\u4ea7\u529b\u573a\u666f\u4e0b\uff0c\u80fd\u591f\u505a\u5927\u9884\u8bad\u7ec3\u7684\u516c\u53f8\u51e4\u6bdb\u9e9f\u89d2\uff0c\u800c\u90a3\u4e9b\u624b\u63e1\u573a\u666fKnow-how\u7684\u516c\u53f8\uff0c\u5f80\u5f80\u5e76\u4e0d\u5177\u5907\u5e95\u5c42\u8bad\u7ec3\u7684\u57fa\u56e0\u3002\u8fd9\u79cd\u80fd\u529b\u7684\u9519\u4f4d\uff0c\u8feb\u4f7fB\u7aef\u5e02\u573a\u5728\u65e9\u671f\u8fc5\u901f\u5206\u5c42\uff1a\u5e95\u5c42\u516c\u53f8\u5237\u699cScaling Law\uff0c\u5e94\u7528\u516c\u53f8\u505a“\u6700\u540e\u4e00\u516c\u91cc”\u7684\u9002\u914d\u3002<\/p>\n

\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u6ea2\u51fa\uff0c\u90a3\u4e9b\u53ea\u505a\u7b80\u5355“\u5957\u58f3”\u6216“\u8584”\u4e2d\u95f4\u5c42\u7684\u5e94\u7528\u516c\u53f8\uff0c\u53d1\u73b0\u81ea\u5df1\u7684\u4ef7\u503c\u88ab\u5e95\u5ea7\u6a21\u578b\u76f4\u63a5\u8986\u76d6\u4e86\u3002\u5728\u65b0\u7684\u751f\u5b58\u6cd5\u5219\u91cc\uff0c\u4e0d\u505a\u6df1\u3001\u4e0d\u505a\u539a\uff0c\u5c31\u610f\u5473\u7740\u51fa\u5c40\u3002\u8fd9\u79cd\u5206\u5316\u6839\u6e90\u5728\u4e8e“\u667a\u80fd\u5bc6\u5ea6”\u5f00\u59cb\u76f4\u63a5\u6302\u94a9\u4f01\u4e1aROI\uff0cB\u7aef\u5ba2\u6237\u613f\u610f\u4e3a“\u786e\u5b9a\u6027”\u652f\u4ed8\u9ad8\u6602\u7684\u6ea2\u4ef7\u3002<\/p>\n

\u5927\u6469<\/a>\u53bb\u5e74 11 \u6708\u53d1\u5e03\u7684\u300a\u4e2d\u56fd CIO \u8c03\u67e5\u62a5\u544a\u300b\u4f50\u8bc1\u4e86\u8fd9\u4e00\u8d8b\u52bf——\u503e\u5411\u4e8eDeepSeek\u3001\u5343\u95ee\u4e24\u5bb6\u5927\u6a21\u578b\u7684 CIO \u610f\u5411\u5ea6\u5df2\u8fbe\u5230 75%\u3002\u57fa\u4e8e\u6b64\uff0c\u5927\u6469\u7ed9\u51fa\u4e86\u66f4\u4e3a\u6fc0\u8fdb\u7684\u7ec8\u5c40\u63a8\u6f14\uff1a\u4e09\u5e74\u5185\uff0c\u5343\u95ee\u3001DeepSeek\u3001\u534e\u4e3a<\/a>\u548c\u5b57\u8282\u8df3\u52a8\u5c06\u5360\u636e 90% \u7684\u4e2d\u56fdB\u7aef AI \u670d\u52a1\u5e02\u573a\u4efd\u989d\u3002<\/p>\n

\u4e0d\u8fc7\uff0c\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u65b0\u5174\u5927\u6a21\u578b\u5382\u5546\u6ca1\u6709\u751f\u5b58\u7a7a\u95f4\u3002\u76f8\u53cd\uff0c\u5728\u5782\u76f4\u9886\u57df\u548c\u7279\u5b9a\u573a\u666f\u4e2d\uff0c\u65b0\u5174\u5382\u5546\u51ed\u501f\u6280\u672f\u4e13\u6ce8\u548c\u5feb\u901f\u8fed\u4ee3\uff0c\u4ecd\u7136\u80fd\u591f\u627e\u5230\u81ea\u5df1\u7684\u5b9a\u4f4d\u3002\u5173\u952e\u5728\u4e8e\u627e\u5230“\u539a”\u4e2d\u95f4\u5c42\u7684\u4ef7\u503c\u70b9——\u9664\u4e86\u662f\u5bf9\u7279\u5b9a\u9886\u57dfKnow-how\u7684\u6df1\u5ea6\u5c01\u88c5\uff0c\u4e5f\u662f\u5bf9“\u73af\u5883\u4ea4\u4e92”\u7684\u6784\u5efa\u3002<\/p>\n

2026\uff0c\u5546\u4e1a\u843d\u5730\u95ef\u5173\u5f00\u59cb<\/strong><\/h2>\n

\u5f53\u524d\uff0cAI Agent\u4e0eAI\u7f16\u7a0b\u5df2\u6210\u4e3a\u751f\u6210\u5f0fAI\u5546\u4e1a\u5316\u843d\u5730\u7684\u6838\u5fc3\u8d5b\u9053\u3002IDC\u9884\u6d4b\uff0c\u52302030\u5e74AI\u5c06\u4e3a\u5168\u7403\u7ecf\u6d4e\u8d21\u732e22.3\u4e07\u4ebf\u7f8e\u5143\uff0c\u5360\u5168\u7403GDP\u76843.7%\uff0c\u800cAI Agent\u5c06\u6210\u4e3a\u8f6f\u4ef6\u4e0e\u670d\u52a1\u589e\u957f\u7684\u6700\u5927\u9a71\u52a8\u529b\uff0c\u540c\u65f6\u4e5f\u662f\u6700\u4e3b\u8981\u7684\u5546\u4e1a\u53d8\u9769\u8005\u3002<\/p>\n

AI Agent\u7684\u5feb\u901f\u5d1b\u8d77\uff0c\u50ac\u751f\u4e86\u4e07\u4ebf\u7ea7\u7684\u5e02\u573a\u84dd\u6d77\uff0c\u4f46\u884c\u4e1a\u53d1\u5c55\u4ecd\u5904\u4e8e“\u91ce\u86ee\u751f\u957f”\u5411“\u7406\u6027\u6210\u719f”\u8fc7\u6e21\u7684\u5173\u952e\u9636\u6bb5\u3002\u5305\u62ecIDC\u3001Gartner\u7b49\u5728\u5185\u7684\u6743\u5a01\u673a\u6784\u7684\u8c03\u7814\u6570\u636e\u663e\u793a\uff0c\u5f53\u524d\u884c\u4e1a\u9762\u4e34\u7684\u75db\u70b9\u5df2\u4ece“\u6280\u672f\u53ef\u884c\u6027\u9a8c\u8bc1”\u8f6c\u5411“\u4ef7\u503c\u843d\u5730\u96be\u3001\u6210\u672c\u4e0d\u53ef\u63a7\u3001\u540c\u8d28\u5316\u4e25\u91cd”\uff0c\u8fd9\u4e9b\u75db\u70b9\u76f8\u4e92\u4ea4\u7ec7\uff0c\u4e25\u91cd\u5236\u7ea6\u4e86\u884c\u4e1a\u7684\u89c4\u6a21\u5316\u53d1\u5c55\uff0c\u4e5f\u8ba9\u5e02\u573a\u9677\u5165\u4e86“AI Agent\u75b2\u52b3”\u7684\u56f0\u5883\u3002<\/p>\n

\u66f4\u4e3a\u4e25\u5cfb\u7684\u662f\uff0cAI Agent\u5e02\u573a\u9677\u5165“\u540c\u8d28\u5316\u5185\u5377”\uff0c\u51fa\u73b0\u4e86“Agent Washing”\uff08\u667a\u80fd\u4f53\u6d17\u767d\uff09\u73b0\u8c61——\u4f17\u591a\u4f9b\u5e94\u5546\u5c06\u73b0\u6709\u7684AI\u52a9\u624b\u3001RPA\u673a\u5668\u4eba\u91cd\u65b0\u5305\u88c5\uff0c\u8d34\u4e0a“AI Agent”\u6807\u7b7e\uff0c\u5bfc\u81f4\u5e02\u573a\u4ea7\u54c1\u529f\u80fd\u8d8b\u540c\uff0c\u7f3a\u4e4f\u771f\u6b63\u7684\u667a\u80fd\u81ea\u4e3b\u6027\u3002<\/p>\n

Salesforce\u3001Microsoft\u3001Oracle\u7b49\u5de8\u5934\u63a8\u51fa\u7684AI Agent\u529f\u80fd\u770b\u4f3c\u5dee\u5f02\u5316\uff0c\u5b9e\u5219\u5747\u4f9d\u8d56OpenAI\u3001Anthropic\u7684\u5e95\u5c42\u6a21\u578b\uff0c\u6280\u672f\u540c\u6e90\u5bfc\u81f4\u529f\u80fd\u8d8b\u540c\uff0c\u4f01\u4e1a\u5ba2\u6237\u96be\u4ee5\u770b\u5230\u5dee\u5f02\u5316\u4ef7\u503c\uff0c\u8fdb\u800c\u5f15\u53d1“AI Agent\u75b2\u52b3”\u3002<\/p>\n

\u6b64\u5916\uff0c\u6a21\u578b\u5e7b\u89c9\u3001\u77e5\u8bc6\u68c0\u7d22\u4e0d\u7a33\u5b9a\u3001\u6570\u636e\u5b64\u5c9b\u7b49\u95ee\u9898\uff0c\u4e5f\u8ba9AI Agent\u96be\u4ee5\u7a81\u7834“80\u5206\u9677\u9631”——Demo\u6548\u679c\u5c1a\u53ef\uff0c\u4f46\u4ece80\u5206\u4f18\u5316\u5230\u751f\u4ea7\u7ea7\u768499\u5206\uff0c\u96be\u5ea6\u8fdc\u8d85\u4ece\u96f6\u5f00\u59cb\uff0c80%\u7684\u4f01\u4e1a\u4ecd\u7136\u65e0\u6cd5\u5c06AI Agent\u6280\u672f\u8f6c\u5316\u4e3a\u5b9e\u8d28\u6027\u5546\u4e1a\u4ef7\u503c\u3002<\/p>\n

\u5bf9\u4e8e\u4f01\u4e1a\u800c\u8a00\uff0c\u9700\u8981\u7684Agent\u9996\u5148\u4e00\u5b9a\u662f\u8981\u5177\u5907\u5904\u7406\u957f\u7a0b\u4efb\u52a1\u80fd\u529b\u7684\u3002\u957f\u7a0b\u4efb\u52a1\u9762\u4e34\u7684\u6311\u6218\u4e3b\u8981\u6709\u56db\u70b9\uff1a<\/p>\n

\n

\u4e00\u662f\u89c4\u5212\u4e00\u81f4\u6027\u3002\u5728\u591a\u6b65\u9aa4\u4efb\u52a1\u4e2d\uff0cAgent\u9700\u8981\u4fdd\u6301\u76ee\u6807\u4e00\u81f4\u6027\uff0c\u907f\u514d\u56e0\u4e2d\u95f4\u6b65\u9aa4\u7684\u504f\u5dee\u5bfc\u81f4\u6700\u7ec8\u7ed3\u679c\u504f\u79bb\u9884\u671f\uff1b<\/p>\n

\u4e8c\u662f\u72b6\u6001\u7ba1\u7406\u3002\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4efb\u52a1\u9700\u8981\u6709\u6548\u7684\u72b6\u6001\u8bb0\u5fc6\u548c\u7ba1\u7406\u673a\u5236\uff0c\u786e\u4fddAgent\u80fd\u591f\u8bb0\u4f4f\u4e4b\u524d\u7684\u51b3\u7b56\u548c\u6267\u884c\u7ed3\u679c\uff1b<\/p>\n

\u4e09\u662f\u9519\u8bef\u6062\u590d\u3002\u5f53\u67d0\u4e00\u6b65\u9aa4\u6267\u884c\u5931\u8d25\u65f6\uff0cAgent\u9700\u8981\u80fd\u591f\u6709\u6548\u8bc6\u522b\u9519\u8bef\u3001\u5206\u6790\u539f\u56e0\u5e76\u91c7\u53d6\u8865\u6551\u63aa\u65bd\uff1b<\/p>\n

\u56db\u662f\u8d44\u6e90\u4f18\u5316\u3002\u957f\u7a0b\u4efb\u52a1\u901a\u5e38\u6d88\u8017\u5927\u91cfToken\uff0c\u5982\u4f55\u5728\u4fdd\u8bc1\u8d28\u91cf\u7684\u524d\u63d0\u4e0b\u63a7\u5236\u6210\u672c\u6210\u4e3a\u5173\u952e\u95ee\u9898\u3002<\/p>\n<\/blockquote>\n

\u4ee5AI\u7f16\u7a0b\u4e3a\u4f8b\uff0c\u8fc7\u53bb\u4e24\u5e74\uff0c\u5927\u6a21\u578b\u5728\u4ee3\u7801\u751f\u6210\u4e0a\u7684\u8fdb\u5c55\u6709\u76ee\u5171\u7779\u3002\u4f46\u4ee3\u7801\u548c\u5de5\u7a0b\u4e4b\u95f4\uff0c\u59cb\u7ec8\u9694\u7740\u4e00\u9053\u9e3f\u6c9f\u3002\u5199\u4ee3\u7801\u662f\u5355\u6b21\u5bf9\u8bdd\u7684\u4e8b\u3002\u505a\u5de5\u7a0b\u662f\u6301\u7eed\u6570\u5929\u7684\u4e8b——\u8c03\u7814\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u5206\u9636\u6bb5\u5b9e\u73b0\u3001\u6301\u7eed\u6d4b\u8bd5\u3001\u9047\u5230\u95ee\u9898\u8c03\u6574\u65b9\u5411\u3001\u8bb0\u5f55\u51b3\u7b56\u4ee5\u4fbf\u540e\u7eed\u8854\u63a5\u3002<\/p>\n

Agentic Engineering\uff08\u667a\u80fd\u4f53\u5de5\u7a0b\uff09\u662f\u5f53\u524dAI\u7f16\u7a0b\u9886\u57df\u6b63\u5728\u5174\u8d77\u7684\u4e00\u79cd\u5168\u65b0\u8303\u5f0f\uff0c\u6807\u5fd7\u7740\u5f00\u53d1\u8005\u89d2\u8272\u4ece“\u4eb2\u81ea\u5199\u4ee3\u7801”\u5411“\u6307\u6325AI\u667a\u80fd\u4f53\u5b8c\u6210\u5de5\u7a0b\u4efb\u52a1”\u7684\u6df1\u523b\u8f6c\u53d8\u3002Agentic Engineering\u7684\u672c\u8d28\u5728\u4e8e\u5c06\u79bb\u6563\u7684\u611f\u77e5\u3001\u63a8\u7406\u4e0e\u884c\u52a8\u80fd\u529b\u6574\u5408\u4e3a\u53ef\u6301\u7eed\u3001\u53ef\u590d\u7528\u7684\u751f\u4ea7\u529b\u7cfb\u7edf\u3002<\/p>\n

\u5f53Agentic Engineering“\u7167\u8fdb\u73b0\u5b9e”\uff0cAI\u7f16\u7a0b\u5c06\u8fdb\u5165“\u5168\u6d41\u7a0b\u81ea\u52a8\u5316”\u9636\u6bb5\uff0c\u6210\u4e3a\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6838\u5fc3\u652f\u6491\u3002\u968f\u7740GLM-5\u7b49\u9ad8\u6027\u80fd\u6a21\u578b\u7684\u666e\u53ca\uff0cAI\u7f16\u7a0b\u5de5\u5177\u5c06\u4ece“\u4ee3\u7801\u751f\u6210\u3001\u8bed\u6cd5\u7ea0\u9519”\u7b49\u57fa\u7840\u529f\u80fd\uff0c\u5411“\u9700\u6c42\u5206\u6790\u3001\u4ee3\u7801\u5f00\u53d1\u3001\u6d4b\u8bd5\u8c03\u8bd5\u3001\u90e8\u7f72\u4e0a\u7ebf\u3001\u8fd0\u7ef4\u4f18\u5316”\u5168\u6d41\u7a0b\u5ef6\u4f38\uff0c\u5b9e\u73b0\u8f6f\u4ef6\u5f00\u53d1\u5168\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\u3002<\/p>\n

\u672a\u6765\uff0c\u5f00\u53d1\u8005\u5c06\u4ece\u7e41\u7410\u7684\u4ee3\u7801\u7f16\u5199\u3001\u8c03\u8bd5\u5de5\u4f5c\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u4e13\u6ce8\u4e8e\u9700\u6c42\u5206\u6790\u3001\u67b6\u6784\u8bbe\u8ba1\u7b49\u6838\u5fc3\u5de5\u4f5c\uff0c\u8f6f\u4ef6\u5f00\u53d1\u6548\u7387\u5c06\u63d0\u534750%\u4ee5\u4e0a\u3002\u540c\u65f6\uff0cAI\u7f16\u7a0b\u5de5\u5177\u5c06\u4e0e\u4f01\u4e1a\u7684\u4e1a\u52a1\u7cfb\u7edf\u6df1\u5ea6\u96c6\u6210\uff0c\u5b9e\u73b0“\u4e1a\u52a1\u9700\u6c42→\u4ee3\u7801\u751f\u6210→\u7cfb\u7edf\u90e8\u7f72”\u7684\u65e0\u7f1d\u8854\u63a5\uff0c\u63a8\u52a8\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u901f\u5ea6\u5927\u5e45\u63d0\u5347\u3002\u6e05\u534eSuperBench\u9884\u6d4b\uff0c\u52302027\u5e74\uff0cAI\u7f16\u7a0b\u5de5\u5177\u5c06\u8986\u76d680%\u4ee5\u4e0a\u7684\u8f6f\u4ef6\u5f00\u53d1\u573a\u666f\uff0c\u6210\u4e3a\u5f00\u53d1\u8005\u7684“\u5fc5\u5907\u4f19\u4f34”\u3002<\/p>\n

\u5c55\u671bAI\u7f16\u7a0b\u548cAI Agent\u7684\u672a\u6765\u53d1\u5c55\uff0c2026\u5e74\u5c06\u6210\u4e3a\u4ece“\u7206\u53d1\u671f”\u5411“\u4ea4\u4ed8\u671f”\u8f6c\u53d8\u7684\u5173\u952e\u5e74\u4efd\u3002\u5982\u679c\u8bf42023-2025\u662f\u5927\u6a21\u578b\u7684“\u7206\u53d1\u671f”\uff0c\u90a3\u4e482026\u5e74\u66f4\u50cf\u662f“\u4ea4\u4ed8\u671f”\uff1aAI\u4ece\u80fd\u804a\uff0c\u8d70\u5411\u80fd\u529e\u4e8b\uff1b\u4ece\u751f\u6210\u5185\u5bb9\uff0c\u8d70\u5411\u7f16\u6392\u6d41\u7a0b\uff1b\u4ece\u6a21\u578b\u53c2\u6570\u7ade\u4e89\uff0c\u8d70\u5411\u6210\u672c\u3001\u6cbb\u7406\u4e0e\u7ec4\u7ec7\u80fd\u529b\u7ade\u4e89\u3002<\/p>\n

2026\u5e74\uff0cAI\u7f16\u7a0b\u548cAI Agent\u7684\u53d1\u5c55\u5c06\u7ecf\u5386\u4ece\u6280\u672f\u72c2\u70ed\u5230\u5546\u4e1a\u7406\u6027\u7684\u5fc5\u7136\u8f6c\u578b\u3002\u5317\u4eac\u793e\u79d1\u9662\u526f\u7814\u7a76\u5458\u738b\u9e4f\u6307\u51fa\uff0cAI Agent\u7684\u7206\u53d1\u662fAI\u6280\u672f\u4ece“\u8ba4\u77e5”\u5230“\u884c\u52a8”\u7684\u8d28\u53d8\uff0c\u5176\u53d1\u5c55\u5c06\u91cd\u5851\u793e\u4f1a\u751f\u4ea7\u4e0e\u4ea4\u4e92\u8303\u5f0f\u30022026\u5e74\u9700\u7a81\u7834\u6280\u672f\u53ef\u9760\u6027\u3001\u6210\u672c\u53ef\u63a7\u6027\u3001\u4f26\u7406\u5408\u89c4\u6027\u4e09\u5927\u95e8\u69db\uff0c\u624d\u80fd\u5b9e\u73b0\u4ece“\u6280\u672f\u9a8c\u8bc1”\u5230“\u793e\u4f1a\u6e17\u900f”\u7684\u8de8\u8d8a\u3002\uff08\u6587\uff5cLeo\u5f20ToB\u6742\u8c08\uff0c\u4f5c\u8005\uff5c\u5f20\u7533\u5b87\uff0c\u7f16\u8f91\u4e28\u76d6\u8679\u8fbe\uff09<\/strong><\/p>\n

(\u6765\u6e90\uff1a\u949b\u5a92\u4f53)<\/p>\n","protected":false},"excerpt":{"rendered":"

“\u521d\u4e00\u521d\u4e8c\u521d\u4e09\u4e0d\u4f11\u606f\uff01”\u5927\u6a21\u578b\u5382\u5546\u6795\u6208\u5f85\u65e6\uff0c\u6625\u8282\u6863AI\u5927\u6218\u785d\u70df\u56db\u8d77\u3002 \u8d8a\u63a5\u8fd1\u5e74\u5173\uff0c\u5927\u6a21 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"aside","meta":[],"categories":[6],"tags":[378,148,252,23,82,153,37,328,88,238,140,121],"views":64,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/723908"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=723908"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/723908\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=723908"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=723908"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=723908"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}